Evaluation of feature learning for anomaly detection in network traffic.
Daniel PérezSerafín AlonsoAntonio Morán ÁlvarezMiguel A. PradaJuan J. Fuertes-MartínezManuel DomínguezPublished in: Evol. Syst. (2021)
Keyphrases
- anomaly detection
- network traffic
- intrusion detection
- intrusion detection system
- network intrusion detection
- connectionist systems
- anomalous behavior
- network security
- unsupervised learning
- detecting anomalous
- detect anomalies
- learning process
- computer networks
- learning algorithm
- network intrusion
- detecting anomalies
- traffic data
- internet traffic
- network anomaly detection
- traffic analysis
- decision trees
- traffic patterns
- active learning
- feature space
- streaming data
- reinforcement learning
- one class support vector machines
- principal component analysis
- computer systems